{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":5,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":5,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"97e5249050ae","filters":{"venue":"Journal of textile and apparel technology and management"}},"results":[{"id":"W2790605083","doi":"","title":"Cooperative Work is Needed Between Textile Scientists and Environmental Scientists to Tackle the Problems of Pollution by Microfibers","year":2018,"lang":"en","type":"article","venue":"Journal of textile and apparel technology and management","topic":"Microplastics and Plastic Pollution","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Microplastics; Plastic pollution; Pollution; Textile; Environmental science; Business; Ecology; Materials science; Biology; Composite material","authors":[{"name":"Judith S. Weis","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.004959721161108015,"gpt":0.202202608380226,"spread":0.197242887219118,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03991671,0.001990136,0.004431915,0.003783221,0.01102026,0.01469493,0.005510367,0.01705135,0.0535757],"category_scores_gemma":[0.04224589,0.001248024,0.002809747,0.002698268,0.006652088,0.0211725,0.02207186,0.02298768,0.02219843],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002965847,"about_ca_system_score_gemma":0.02701758,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003246433,"about_ca_topic_score_gemma":0.004743972,"domain_scores_codex":[0.9756603,0.008373772,0.00171881,0.002819828,0.006882916,0.004544482],"domain_scores_gemma":[0.8233762,0.0350628,0.007497411,0.01422151,0.06611844,0.0537236],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002839479,0.001697864,0.008605191,0.002981887,0.0003544717,0.001635447,0.009571794,0.001011314,0.01435594,0.01555178,0.4995446,0.4444058],"study_design_scores_gemma":[0.000105426,0.0003194809,0.005657091,0.001814305,0.00008851373,0.001081949,0.02768377,0.000543047,0.001358033,0.0424707,0.9186234,0.0002542869],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01627663,0.03855887,0.04820569,0.8198442,0.03106042,0.001307486,0.0002365206,0.002089949,0.04242022],"genre_scores_gemma":[0.1180343,0.05299762,0.2286447,0.4593975,0.02405465,0.003089381,0.001342806,0.001109357,0.1113297],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0535757,"threshold_uncertainty_score":0.2111022,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3126252388","doi":"","title":"Application of Statistical Experimental Design for Optimization of Mechanical Properties of Protein Fiber Hybrid Composites","year":2020,"lang":"en","type":"article","venue":"Journal of textile and apparel technology and management","topic":"Silk-based biomaterials and applications","field":"Materials Science","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Materials science; Flexural strength; Composite material; Ultimate tensile strength; Compression molding; Molding (decorative); Composite number; Fiber; Flexural modulus; Response surface methodology; Mold; Computer science","authors":[{"name":"G. Rajkumar","is_ca":false},{"name":"P. Shanmugapriya","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02064644766037804,"gpt":0.2507515684483573,"spread":0.2301051207879793,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03132023,0.002409424,0.002887209,0.001727946,0.000966495,0.001722174,0.001653615,0.001329882,0.005041459],"category_scores_gemma":[0.0293089,0.001023795,0.002941414,0.001335076,0.001501784,0.0009008474,0.001365082,0.002488256,0.0004742038],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001228045,"about_ca_system_score_gemma":0.002431552,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009084655,"about_ca_topic_score_gemma":0.0009013914,"domain_scores_codex":[0.9654956,0.02384498,0.002180153,0.00382526,0.003654849,0.0009991714],"domain_scores_gemma":[0.9673716,0.02534918,0.002675872,0.002172493,0.002235939,0.0001949277],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.02698873,0.01125236,0.02241553,0.01022462,0.008551798,0.0006243788,0.002887679,0.2150023,0.2452603,0.03361434,0.002669479,0.4205085],"study_design_scores_gemma":[0.002308314,0.06480363,0.02864583,0.0002892937,0.002300788,0.0002306729,0.0007617575,0.64088,0.2248371,0.01113342,0.02338272,0.0004264151],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.1955914,0.000515068,0.7913389,0.0001236683,0.0004133674,0.007268006,0.0009751717,0.001656785,0.002117703],"genre_scores_gemma":[0.3052905,0.000228413,0.6642972,0.00009420526,0.00005429865,0.0281792,0.0005514429,0.0002811994,0.001023486],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.03132023,"threshold_uncertainty_score":0.1656392,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1482689235","doi":"","title":"Development of a Novel Test Method to Collect and Detect Axillary Odor within Textiles","year":2013,"lang":"en","type":"article","venue":"Journal of textile and apparel technology and management","topic":"Olfactory and Sensory Function Studies","field":"Neuroscience","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Odor; Textile; Polyester; Biomedical engineering; Chemistry; Materials science; Medicine; Composite material","authors":[{"name":"Yin Xu","is_ca":true},{"name":"Rachel H. McQueen","is_ca":true},{"name":"Wendy V. Wismer","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06973034483012781,"gpt":0.2795628477504623,"spread":0.2098325029203345,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002069484,0.0008539924,0.0005265855,0.0006635145,0.0003328438,0.0005165041,0.001082204,0.0008869887,0.001131082],"category_scores_gemma":[0.001820627,0.0003773736,0.0004738712,0.0002174042,0.0004341461,0.0009903074,0.0006873869,0.000911619,0.0005401722],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002062771,"about_ca_system_score_gemma":0.0006629428,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007032084,"about_ca_topic_score_gemma":0.001639876,"domain_scores_codex":[0.9990951,0.0002358145,0.00009539341,0.0001973845,0.0003098976,0.00006638266],"domain_scores_gemma":[0.9984748,0.0005620398,0.0001338915,0.0001640222,0.0005225987,0.0001425441],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0000902336,0.0001608304,0.0007627258,0.0001555129,0.000009984753,0.0000675343,0.00004337183,0.00009027207,0.9850776,0.00006914815,0.00006937591,0.01340344],"study_design_scores_gemma":[0.00006646854,0.005994977,0.01041485,0.00006371962,0.0000687041,0.001588277,0.0001898559,0.005467147,0.9723945,0.0002303072,0.003460862,0.00006040706],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.3352051,0.002400603,0.6543317,0.0004492712,0.0004806101,0.002910718,0.000601263,0.0007372668,0.002883564],"genre_scores_gemma":[0.2771288,0.002353934,0.7123807,0.0004792018,0.0001680219,0.002994263,0.0006148057,0.00007589596,0.003804336],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.002069484,"threshold_uncertainty_score":0.0109446,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3009683652","doi":"","title":"Scopes of Acid Washing with Varying Concentrations of Phosphoric Acid vis-à-vis Bleach Wash","year":2020,"lang":"en","type":"article","venue":"Journal of textile and apparel technology and management","topic":"Textile materials and evaluations","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Bleach; Denim; Phosphoric acid; Pulp and paper industry; Chemistry; Composite material; Materials science; Organic chemistry; Engineering","authors":[{"name":"Md. Jakir Hossain","is_ca":false},{"name":"Md. Saiful Hoque","is_ca":true},{"name":"Muhammad Abdur Rashid","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01718932287176152,"gpt":0.2468735278684937,"spread":0.2296842049967322,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003915236,0.0006507387,0.0002937118,0.0004035414,0.0002895145,0.0003604519,0.0002727063,0.0004481518,0.003203511],"category_scores_gemma":[0.0004642652,0.0002327243,0.0003489481,0.0004148465,0.0002031967,0.0003596048,0.0002204819,0.0004902119,0.0004222069],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001596729,"about_ca_system_score_gemma":0.0001738585,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007390833,"about_ca_topic_score_gemma":0.001531581,"domain_scores_codex":[0.9997123,0.00005108007,0.00002925119,0.00007286188,0.00007984169,0.00005475385],"domain_scores_gemma":[0.9996258,0.0001579075,0.00007843562,0.00003512993,0.00007308843,0.0000296904],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002725531,0.0000592877,0.000292541,0.0002956514,0.00001359314,0.0000972557,0.0001017831,0.0002089839,0.9932688,0.00007830277,0.00009929408,0.005211898],"study_design_scores_gemma":[0.000006315664,0.0007765388,0.001322904,0.00002009952,0.00002406218,0.00006829489,0.00008299523,0.0003205694,0.9960817,0.0000358147,0.001250566,0.000010194],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9797735,0.006621823,0.005262364,0.000141677,0.00009363606,0.0001019993,0.0002946312,0.000175877,0.007534381],"genre_scores_gemma":[0.9776701,0.006319627,0.01059058,0.0001520019,0.00002760444,0.0001156029,0.0002749442,0.00008313186,0.004766415],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003203511,"threshold_uncertainty_score":0.0107168,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3206235757","doi":"","title":"Will Reshoring of Textile and Apparel Manufacturing Rise or Decline in the USA","year":2021,"lang":"en","type":"article","venue":"Journal of textile and apparel technology and management","topic":"Outsourcing and Supply Chain Management","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Clothing; Consumption (sociology); Textile industry; Business; Textile; Clothing industry; Position (finance); Commerce; Industrial organization","authors":[{"name":"Samit Chakraborty","is_ca":false},{"name":"SM Fijul Kabir","is_ca":false},{"name":"Md. Saiful Hoque","is_ca":true},{"name":"Tirtha Sarathi Das","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01354572722149111,"gpt":0.2381351119709679,"spread":0.2245893847494768,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004896081,0.00007056481,0.00006112643,0.0007710463,0.0005457085,0.001362663,0.000167164,0.0003179798,0.003481568],"category_scores_gemma":[0.001031587,0.00004850755,0.000114845,0.001363855,0.0005103119,0.001112103,0.0005521486,0.0006102619,0.0003522089],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001293552,"about_ca_system_score_gemma":0.001299492,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02744052,"about_ca_topic_score_gemma":0.07265365,"domain_scores_codex":[0.9997252,0.00004407921,0.00001169496,0.00003319565,0.00007911832,0.0001066798],"domain_scores_gemma":[0.9988002,0.0001054032,0.0004439934,0.00003837555,0.000420689,0.00019144],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004088577,0.0002765143,0.6282907,0.0003496312,0.00004185337,0.001453543,0.01333092,0.0006061693,0.005432952,0.06023767,0.05104694,0.2385242],"study_design_scores_gemma":[0.00000314721,0.0001121837,0.9091644,0.00016105,0.00001288434,0.0002760724,0.01975505,0.0005673445,0.001527949,0.001293352,0.06710858,0.00001808529],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9016663,0.002271826,0.0002060149,0.01580412,0.00009214776,0.000009318486,0.0004649957,0.00002444534,0.07946085],"genre_scores_gemma":[0.9936706,0.001695564,0.00009121372,0.0006978012,0.00003102561,0.00000214721,0.0001560174,0.000003693691,0.003651938],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02744052,"threshold_uncertainty_score":0.05456161,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}